Basic Statistics

Raw Counts

Name Value
Rows 19,166
Columns 10
Discrete columns 8
Continuous columns 2
All missing columns 0
Missing observations 9,630
Complete Rows 13,642
Total observations 191,660
Memory allocation 3.9 Mb

Percentages

Data Structure

Missing Data Profile

Univariate Distribution

Histogram

Bar Chart (with frequency)

## 4 columns ignored with more than 50 categories.
## ori: 19166 categories
## county: 2372 categories
## agency_name: 14220 categories
## nibrs_start_date: 393 categories

QQ Plot

## Warning: Removed 220 rows containing non-finite outside the scale range
## (`stat_qq()`).
## Warning: Removed 220 rows containing non-finite outside the scale range
## (`stat_qq_line()`).

Correlation Analysis

## 6 features with more than 20 categories ignored!
## ori: 13642 categories
## county: 2258 categories
## state_abbr: 50 categories
## state: 50 categories
## agency_name: 10242 categories
## nibrs_start_date: 392 categories

Principal Component Analysis

## 4 features with more than 50 categories ignored!
## ori: 13642 categories
## county: 2258 categories
## agency_name: 10242 categories
## nibrs_start_date: 392 categories